Jose Miguel Hernández-Lobato

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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Inference & Quantization (1)Training Efficiency & Optimization (1)

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Richard Bergna (1)Stefan Depeweg (1)Sergio Calvo-Ordoñez (1)Jonathan Plenk (1)

Papers (1)

Feb 16, 2026

Richard Bergna +5Feb 16, 2026

Activation-Space Uncertainty Quantification for Pretrained Networks

Get calibrated uncertainty from your frozen pretrained models without retraining or Monte Carlo sampling: just swap in Gaussian Process Activations (GAPA).

Richard Bergna, Stefan Depeweg, Sergio Calvo-Ordoñez +3

Inference & Quantization Training Efficiency & Optimization

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Jose Miguel Hernández-Lobato

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)